A novel initial temperature-based methodology to predict the optimal thickness in microwave thin layer drying process

•A novel methodology was proposed based on initial temperature simulation.•Optimal thickness could be predicted precisely by the proposed methodology.•Potential influential factors of optimal thickness were identified by theoretical analysis.•The specific effect of influential factors was discussed by applying the methodology.